Gerard de Melo

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations EACL 2026 MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes AAAI 2026 GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring WACV 2026 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision ICML 2025 ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning AAAI 2025 Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025 GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025 SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints EMNLP 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025 NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024 ArtQuest: Countering Hidden Language Biases in ArtVQA WACV 2024 I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token NIPS 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024 LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024 Wiki-VEL: Visual Entity Linking for Structured Data on Wikimedia Commons ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages EACL 2024 PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL 2023 Model-Agnostic Bias Measurement in Link Prediction EACL 2023 Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023 A Closer Look at Transformer Attention for Multilingual Translation EMNLP 2023 Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning IJCAI 2023 Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023 Resolving Elliptical Compounds in German Medical Text ACL 2023 FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023 ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023 A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation AAAI 2023 Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023 Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022 Improving Personalized Explanation Generation through Visualization ACL 2022 Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022 Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022 Frozen CLIP Models Are Efficient Video Learners ECCV 2022 Art Creation with Multi-Conditional StyleGANs IJCAI 2022 Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022 Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022 Context-Aware Interaction Network for Question Matching EMNLP 2021 TIME: Text and Image Mutual-Translation Adversarial Networks AAAI 2021 Assessing Emoji Use in Modern Text Processing Tools ACL 2021 R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL 2021 Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021 Exploiting Image–Text Synergy for Contextual Image Captioning EACL 2021 Fast and Effective Biomedical Entity Linking Using a Dual Encoder EACL 2021 Guilt by Association: Emotion Intensities in Lexical Representations EMNLP 2021 Assessing Emoji Use in Modern Text Processing Tools IJCNLP 2021 R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling IJCNLP 2021 Data Augmentation with Adversarial Training for Cross-Lingual NLI IJCNLP 2021 Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021 Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings COLING 2020 EmoTag1200: Understanding the Association between Emojis and Emotions EMNLP 2020 Incorporating Pragmatic Reasoning Communication into Emergent Language NIPS 2020 Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING 2020 Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING 2020 SCALOR: Generative World Models with Scalable Object Representations ICLR 2020 HID: Hierarchical Multiscale Representation Learning for Information Diffusion IJCAI 2020 ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020 Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation AAAI 2020 OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization AAAI 2020 Long Short-Term Sample Distillation AAAI 2020 Interactive Question Clarification in Dialogue via Reinforcement Learning COLING 2020 Query Distillation: BERT-based Distillation for Ensemble Ranking COLING 2020 Domain-Specific Sentiment Lexicons Induced from Labeled Documents COLING 2020 A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP 2019 CITE: A Corpus of Image-Text Discourse Relations NAACL 2019 Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation ACL 2019 A Robust Self-Learning Framework for Cross-Lingual Text Classification IJCNLP 2019 Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR 2018 A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL 2018 Exploring Semantic Properties of Sentence Embeddings ACL 2018 Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018 WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation ACL 2017 Multiple-Weight Recurrent Neural Networks IJCAI 2017 Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP 2017 PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP 2017 Klint: Assisting Integration of Heterogeneous Knowledge IJCAI 2016 Visualizing and Curating Knowledge Graphs over Time and Space ACL 2016 Relation Classification via Multi-Level Attention CNNs ACL 2016 Sentiment-Aspect Extraction based on Restricted Boltzmann Machines IJCNLP 2015 Sentiment-Aspect Extraction based on Restricted Boltzmann Machines ACL 2015 Perceptually Grounded Selectional Preferences ACL 2015 Perceptually Grounded Selectional Preferences IJCNLP 2015 Structured Learning for Taxonomy Induction with Belief Propagation ACL 2014 UWN: A Large Multilingual Lexical Knowledge Base ACL 2012 Markov Chains for Robust Graph-Based Commonsense Information Extraction COLING 2012 OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning COLING 2012 Untangling the Cross-Lingual Link Structure of Wikipedia ACL 2010